A Free-Sketch Recognition Method for Chemical Structural Formula
作者： Penghui Sun , Yan Chen , Xiaoqing Lyu , Bei Wang , Jingwei Qu
DOI: 10.1109/DAS.2018.28
关键词:
摘要: Chemical Structural Formula(CSF) recognition plays an important role in the molecular design and component retrieval. However, sketch-based CSF remains obstacle current retrieval systems. This paper introduces a system for sketch on smart mobile devices. A dual-mode-based method is proposed to distinguish gestures character inputs non-character instead of ordinary segmentation approaches. An attribute graph model established describe effectively all necessary information sketched CSF. knowledge adopted refine candidates structure relationship among elements. The experiments results demonstrate that outperforms existing methods free-sketch CSFs effectiveness flexibility.
sci-hub.se 参考文章(17)
Noureddin Sadawi, A rule-based approach for recognition of chemical structure diagrams University of Birmingham. ,(2013)
Shu Wang, Jian Zhang, Tony X. Han, Zhenjiang Miao, Sketch-Based Image Retrieval Through Hypothesis-Driven Object Boundary Selection With HLR Descriptor IEEE Transactions on Multimedia. ,vol. 17, pp. 1045- 1057 ,(2015) , 10.1109/TMM.2015.2431492
Peng Tang, Siu Cheung Hui, Chi-Wing Fu, Connected Bond Recognition for Handwritten Chemical Skeletal Structural Formulas international conference on frontiers in handwriting recognition. pp. 122- 127 ,(2014) , 10.1109/ICFHR.2014.28
Noureddin M. Sadawi, Alan P. Sexton, Volker Sorge, Chemical structure recognition: a rule-based approach Document Recognition and Retrieval XIX. ,vol. 8297, ,(2012) , 10.1117/12.912185
Yang Zhang, Guangshun Shi, Kai Wang, A SVM-HMM Based Online Classifier for Handwritten Chemical Symbols international conference on pattern recognition. pp. 1888- 1891 ,(2010) , 10.1109/ICPR.2010.465
Achraf Ghorbel, Aurélie Lemaitre, Eric Anquetil, Sylvain Fleury, Eric Jamet, Interactive interpretation of structured documents Pattern Recognition. ,vol. 48, pp. 2446- 2458 ,(2015) , 10.1016/J.PATCOG.2015.01.028
Vincenzo Deufemia, Michele Risi, Genoveffa Tortora, Sketched symbol recognition using Latent-Dynamic Conditional Random Fields and distance-based clustering Pattern Recognition. ,vol. 47, pp. 1159- 1171 ,(2014) , 10.1016/J.PATCOG.2013.09.016
Peng Tang, Siu Cheung Hui, Chi-Wing Fu, Online chemical symbol recognition for handwritten chemical expression recognition annual acis international conference on computer and information science. pp. 535- 540 ,(2013) , 10.1109/ICIS.2013.6607894
Paolo Frasconi, Francesco Gabbrielli, Marco Lippi, Simone Marinai, Markov logic networks for optical chemical structure recognition. Journal of Chemical Information and Modeling. ,vol. 54, pp. 2380- 2390 ,(2014) , 10.1021/CI5002197
Tom Y. Ouyang, Randall Davis, ChemInk: a natural real-time recognition system for chemical drawings intelligent user interfaces. pp. 267- 276 ,(2011) , 10.1145/1943403.1943444